{"id":"https://openalex.org/W4296120661","doi":"https://doi.org/10.1007/978-3-031-16452-1_29","title":"Warm Start Active Learning with\u00a0Proxy Labels and\u00a0Selection via\u00a0Semi-supervised Fine-Tuning","display_name":"Warm Start Active Learning with\u00a0Proxy Labels and\u00a0Selection via\u00a0Semi-supervised Fine-Tuning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296120661","doi":"https://doi.org/10.1007/978-3-031-16452-1_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16452-1_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16452-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042877366","display_name":"Vishwesh Nath","orcid":"https://orcid.org/0000-0002-6840-6205"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vishwesh Nath","raw_affiliation_strings":["NVIDIA, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Nashville, TN, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031003824","display_name":"Dong Yang","orcid":"https://orcid.org/0000-0002-5031-4337"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong Yang","raw_affiliation_strings":["Bethesda, MD, USA"],"affiliations":[{"raw_affiliation_string":"Bethesda, MD, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043710204","display_name":"Holger R. Roth","orcid":"https://orcid.org/0000-0002-3662-8743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Holger R. Roth","raw_affiliation_strings":["Bethesda, MD, USA"],"affiliations":[{"raw_affiliation_string":"Bethesda, MD, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052339079","display_name":"Daguang Xu","orcid":"https://orcid.org/0000-0002-4621-881X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daguang Xu","raw_affiliation_strings":["Bethesda, MD, USA"],"affiliations":[{"raw_affiliation_string":"Bethesda, MD, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042877366"],"corresponding_institution_ids":["https://openalex.org/I4210127875"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.8289,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9689462,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"297","last_page":"308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8328514099121094},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6645594239234924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6142746806144714},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.5854381918907166},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5545425415039062},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5478635430335999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5298905968666077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328514099121094},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6645594239234924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6142746806144714},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5854381918907166},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5545425415039062},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5478635430335999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5298905968666077},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16452-1_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16452-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2625559849","https://openalex.org/W2798820905","https://openalex.org/W2890546378","https://openalex.org/W2891798045","https://openalex.org/W2979907638","https://openalex.org/W3014974815","https://openalex.org/W3024821730","https://openalex.org/W3044738063","https://openalex.org/W3097337894","https://openalex.org/W3097499499","https://openalex.org/W3101345273","https://openalex.org/W3112701542","https://openalex.org/W3117626355","https://openalex.org/W3119774682","https://openalex.org/W3159676894","https://openalex.org/W3175794661","https://openalex.org/W3204350217","https://openalex.org/W3211324396","https://openalex.org/W3214423317","https://openalex.org/W4287062819","https://openalex.org/W4312428231","https://openalex.org/W6834411229"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W2081647779","https://openalex.org/W3170094116","https://openalex.org/W4205958290"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
